Search Results for author:
Found 10 papers, 3 papers with code
Dimension reduction and redundancy removal through successive Schmidt decompositions
We show that data with distributions such as uniform, Poisson, exponential, or similar to these distributions can be approximated by using only a few terms which can be easily mapped onto quantum circuits.
A Relative Church-Turing-Deutsch Thesis from Special Relativity and Undecidability
In this work, we construct a relative model of computation where a computable \textit{local} machine is simulated by a \textit{global}, classical Turing machine.
Training a quantum annealing based restricted Boltzmann machine on cybersecurity data
In the second scheme, a RBM is used to generate synthetic data to balance the training dataset.
Qudits and high-dimensional quantum computing
Qudit is a multi-level computational unit alternative to the conventional 2-level qubit.
Quantum Physics
Coupled cluster singles and doubles variational quantum eigensolver ansatz for electronic structure calculations
The proposed improved VQE ansatz has gate complexity up-bounded to $O(n^4)$.
Quantum Physics
Training and Classification using a Restricted Boltzmann Machine on the D-Wave 2000Q
Training and classification results are compared with CD.
A Generalized Circuit for the Hamiltonian Dynamics Through the Truncated Series
In this paper, we present a method for the Hamiltonian simulation in the context of eigenvalue estimation problems which improves earlier results dealing with Hamiltonian simulation through the truncated Taylor series.
Electronic Structure Calculations and the Ising Hamiltonian
The exact solution of the Schrodinger equation for atoms, molecules and extended systems continues to be a "Holy Grail" problem for the field of atomic and molecular physics since inception.
Quantum Physics
Cuckoo Search Inspired Hybridization of the Nelder-Mead Simplex Algorithm Applied to Optimization of Photovoltaic Cells
This makes it possible to use the flip operation introduces in the Nelder-Mead algorithm instead of the Levy flight which is a standard part of the CS.
Quantum Circuit Design for Solving Linear Systems of Equations
Recently, it is shown that quantum computers can be used for obtaining certain information about the solution of a linear system Ax=b exponentially faster than what is possible with classical computation.
Quantum Physics
